From: In silico method for systematic analysis of feature importance in microRNA-mRNA interactions
Feature set | Neg_1 | Neg_2 | ||||
---|---|---|---|---|---|---|
 | Optimal parameters | Se | Sp | Optimal parameters | Se | Sp |
SEQ | ntreea = 2000, mtryb = 16 | 0.873 | 0.828 | ntree = 1000, mtry = 66 | 0.821 | 0.885 |
STUR | ntree = 1500, mtry = 16 | 0.852 | 0.826 | ntree = 1500, mtry = 7 | 0.807 | 0.808 |
POSI | ntree = 1000, mtry = 5 | 0.947 | 0.916 | ntree = 1000, mtry = 4 | 0.917 | 0.949 |
Total | ntree = 2000, mtry = 6 | 0.971 | 0.918 | ntree = 500, mtry = 37 | 0.870 | 0.922 |